Rapid Determination of Leaf Water Content Using VIS/NIR Spectroscopy Analysis with Wavelength Selection
Table 2
The results of calibration and prediction sets by PLS models with different preprocessing method.
| Methods | Number of variable |
LVs | Calibration | Prediction | RMSECV (%) | | RMSEP (%) | | RPD |
| None | 701 | 6 | 1.1 | 0.871 | 1.2 | 0.871 | 2.86 | MA(9) | 701 | 6 | 1.1 | 0.909 | 1.2 | 0.874 | 2.91 | SG(7) | 701 | 6 | 1.1 | 0.914 | 1.2 | 0.883 | 3.04 | MA + MSC | 701 | 5 | 1.5 | 0.842 | 1.4 | 0.832 | 2.54 | SG (25) + D1 | 701 | 5 | 1.4 | 0.862 | 1.0 | 0.920 | 3.66 | SG (25) + D2 | 701 | 5 | 2.7 | 0.486 | 2.9 | 0.30 | 1.22 |
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The number given in brackets is the half width of smooth window.
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